Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-30 1.181165 1.443510 1.781662 2.263731 2.959225 3.972957e+00 5.665769
2025-04-06 0.817966 1.091336 1.496522 2.186539 3.449701 5.997768e+00 12.985470
2025-04-13 0.641315 0.902542 1.325552 2.140025 3.933651 8.814050e+00 33.757894
2025-04-20 0.566061 0.835512 1.308927 2.337972 5.113764 1.634237e+01 252.198869
2025-04-27 0.503168 0.768921 1.265259 2.453498 6.287780 3.035526e+01 NaN
2025-05-04 0.445197 0.696552 1.186286 2.443795 7.120165 5.277376e+01 NaN
2025-05-11 0.393534 0.625397 1.090168 2.343015 7.519318 8.387294e+01 NaN
2025-05-18 0.362950 0.588191 1.056284 2.401135 8.843151 2.190861e+02 NaN
2025-05-25 0.341680 0.565110 1.047486 2.533664 11.031543 1.671247e+03 NaN
2025-06-01 0.316969 0.531257 1.005719 2.539027 12.540037 4.393961e+07 NaN
2025-06-08 0.290987 0.491397 0.941571 2.437489 13.021704 NaN NaN
2025-06-15 0.277915 0.476602 0.936371 2.556788 16.347440 NaN NaN
2025-06-22 0.261692 0.453597 0.907016 2.574284 18.986747 NaN NaN
2025-06-29 0.243980 0.425534 0.859768 2.497484 20.186383 NaN NaN
2025-07-06 0.229085 0.402113 0.821210 2.444367 21.866765 NaN NaN
2025-07-13 0.224489 0.400846 0.842837 2.685883 33.013146 NaN NaN
2025-07-20 0.217135 0.392469 0.842848 2.827491 46.004332 NaN NaN
2025-07-27 0.206753 0.376061 0.816568 2.815620 54.226558 NaN NaN
2025-08-03 0.194868 0.355153 0.773888 2.692234 54.932123 NaN NaN
2025-08-10 0.188176 0.345831 0.764820 2.763337 73.665292 NaN NaN
2025-08-17 0.183675 0.341240 0.769499 2.926063 119.825058 NaN NaN
2025-08-24 0.176641 0.329940 0.751299 2.932665 155.900606 NaN NaN
2025-08-31 0.167945 0.313980 0.716132 2.807893 156.597855 NaN NaN